Screening heuristics for project gating systems

Zahy Volf, Edi Shmueli
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引用次数: 5

Abstract

Continuous Integration (CI) is a hot topic. Yet, little attention is payed to how CI systems work and what impacts their behavior. In parallel, bug prediction in software is gaining high attention. But this is done mostly in the context of software engineering, and the relation to the realm of CI and CI systems engineering has not been established yet. In this paper we describe how Project Gating systems operate, which are a specific type of CI systems used to keep the mainline of development always clean. We propose and evaluate three heuristics for improving Gating performance and demonstrate their trade-offs. The third heuristic, which leverages state-of-the-art bug prediction achieves the best performance across the entire spectrum of workload conditions.
项目控制系统的筛选启发式方法
持续集成(CI)是一个热门话题。然而,很少有人关注CI系统是如何工作的以及是什么影响了它们的行为。与此同时,软件中的bug预测也受到了高度关注。但是这主要是在软件工程的背景下完成的,并且与CI和CI系统工程领域的关系还没有建立起来。在本文中,我们描述了项目控制系统是如何运作的,这是一种特定类型的CI系统,用于保持开发主线始终干净。我们提出并评估了改善门控性能的三种启发式方法,并展示了它们的权衡。第三种启发式方法利用了最先进的bug预测,在整个工作负载条件范围内实现了最佳性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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